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All those partitioned RGB-D Saliency Datasets we collected are shared in ready-to-use manner.

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RGBD-SOD-datasets

All common RGB-D Saliency Datasets we collected are shared in ready-to-use manner.


Ready-to-use Package

We directly provide a ready-to-use download package, including all test sets, and two popular training sets in the RGB-D Saliency Detection.


RGB-D Saliency Datasets

Datasets NJUD DUTLF-Depth NLPR SIP STEREO LFSD RGBD135 SSD ReDWeb-S COME15K
Size 1985 1200 1000 929 797/1000 100 135 80 3179 15625
Publication ICIP ICCV ECCV TNNLS CVPR CVPR ICIMCS ICCVW ReDWeb-S ICCV
Download link here here here here here/1000_ori here here here here here
  • Tips: All data is uniformly resized to 256×256 for training purposes.

Citation

  • Please cite our paper if you use our dataset (DUTLF-Depth) in your research
@inproceedings{piao2019depth,
  title={Depth-induced multi-scale recurrent attention network for saliency detection},
  author={Piao, Yongri and Ji, Wei and Li, Jingjing and Zhang, Miao and Lu, Huchuan},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={7254--7263},
  year={2019}
} 

Evaluation Metrics

Metrics * * * *
E-measure S-measure weighted F & F-measure MAE PR-curves
Integration into a easy way. * * * The link is here
  • This Toolbox contains near all evaluation metrics for salient object detection including E-measure, S-measure, weighted F & F-measure, MAE scores and PR curves or bar metrics.

Contact Us

If you have any questions, please contact us ( [email protected] ).

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All those partitioned RGB-D Saliency Datasets we collected are shared in ready-to-use manner.

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